Download
Soss is a library for probabilistic programming. Soss and DynamicPPL are both maturing and becoming more complete, so the above will change over time. It's also worth noting that we (the Turing team and I) hope to move toward a natural way of using these systems together to arrive at the best of both.
Features
- In Soss, models are first class
- Soss has been updated to use MeasureTheory.jl, though everything from Distributions.jl is still available
- Soss allows model transformations
- Most of the focus of Soss is at the syntactic level; inference works in terms of "primitives" that transform the model's abstract syntax tree (AST) to new code
- Soss can evaluate log-densities symbolically
- The Soss team is much smaller than that of DynamicPPL
Project Samples
Categories
Data VisualizationLicense
MIT LicenseFollow Soss
Other Useful Business Software
Go From AI Idea to AI App Fast
Access Gemini 3 and 200+ models. Build chatbots, agents, or custom models with built-in monitoring and scaling.
Rate This Project
Login To Rate This Project
User Reviews
Be the first to post a review of Soss!
